Tag: throughput
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Hacker News: Better AI Is a Matter of Timing
Source URL: https://spectrum.ieee.org/mems-time Source: Hacker News Title: Better AI Is a Matter of Timing Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses innovations in clock technology for AI workloads, highlighting SiTime’s new MEMS-based Super-TCXO clock. This advancement aims to provide enhanced synchronization, energy savings, and improved efficiency in data centers, particularly…
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Hacker News: Running DeepSeek R1 Models Locally on NPU
Source URL: https://blogs.windows.com/windowsdeveloper/2025/01/29/running-distilled-deepseek-r1-models-locally-on-copilot-pcs-powered-by-windows-copilot-runtime/ Source: Hacker News Title: Running DeepSeek R1 Models Locally on NPU Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses advancements in AI deployment on Copilot+ PCs, focusing on the release of NPU-optimized DeepSeek models for local AI application development. It highlights how these innovations, particularly through the use…
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The Register: Tiny Linux kernel tweak could cut datacenter power use by 30%, boffins say
Source URL: https://www.theregister.com/2025/01/29/linux_kernel_tweak/ Source: The Register Title: Tiny Linux kernel tweak could cut datacenter power use by 30%, boffins say Feedly Summary: Not bad for 30 lines of code Hardware keeps getting faster, but it’s still worth taking a step back periodically and revisiting your code. You might just uncover a little tweak that wrings…
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Hacker News: Case Study: ByteDance Uses eBPF to Enhance Networking Performance
Source URL: https://ebpf.foundation/case-study-bytedance-uses-ebpf-to-enhance-networking-performance/ Source: Hacker News Title: Case Study: ByteDance Uses eBPF to Enhance Networking Performance Feedly Summary: Comments AI Summary and Description: Yes Summary: The case study discusses Bytedance’s implementation of eBPF technology to enhance the performance and stability of its data center networking solutions. By transitioning to netkit, an eBPF-powered networking device, Bytedance…
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Hacker News: Has DeepSeek improved the Transformer architecture
Source URL: https://epoch.ai/gradient-updates/how-has-deepseek-improved-the-transformer-architecture Source: Hacker News Title: Has DeepSeek improved the Transformer architecture Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the innovative architectural advancements in DeepSeek v3, a new AI model that boasts state-of-the-art performance with significantly reduced training times and computational demands compared to its predecessor, Llama 3. Key…
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Hacker News: Linux kernel could cut energy use in data centres by up to 30 per cent
Source URL: https://cs.uwaterloo.ca/news/cheriton-school-computer-science-researchers-update-linux Source: Hacker News Title: Linux kernel could cut energy use in data centres by up to 30 per cent Feedly Summary: Comments AI Summary and Description: Yes Summary: Researchers have enhanced the Linux kernel to improve data center energy efficiency significantly, potentially reducing consumption by up to 30%. This innovation can have…
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Simon Willison’s Weblog: DeepSeek API Docs: Rate Limit
Source URL: https://simonwillison.net/2025/Jan/18/deepseek-api-docs-rate-limit/#atom-everything Source: Simon Willison’s Weblog Title: DeepSeek API Docs: Rate Limit Feedly Summary: DeepSeek API Docs: Rate Limit This is surprising: DeepSeek offer the only hosted LLM API I’ve seen that doesn’t implement rate limits: DeepSeek API does NOT constrain user’s rate limit. We will try out best to serve every request. However,…
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Hacker News: Uncovering Real GPU NoC Characteristics: Implications on Interconnect Arch.
Source URL: https://people.ece.ubc.ca/aamodt/publications/papers/realgpu-noc.micro2024.pdf Source: Hacker News Title: Uncovering Real GPU NoC Characteristics: Implications on Interconnect Arch. Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides a detailed examination of the Network-on-Chip (NoC) architecture in modern GPUs, particularly analyzing interconnect latency and bandwidth across different generations of NVIDIA GPUs. It discusses the implications…